RRepoGEO

REPOGEO REPORT · LITE

pixeli99/SVD_Xtend

Default branch main · commit 609fbf92 · scanned 6/11/2026, 11:37:31 AM

GitHub: 732 stars · 76 forks

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface pixeli99/SVD_Xtend, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Clarify the 'SVD' acronym in the README's main heading

    Why:

    CURRENT
    # SVD Xtend
    COPY-PASTE FIX
    # SVD Xtend: Stable Video Diffusion Training Code and Extensions
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    stable-video-diffusion, svd, video-generation, video-diffusion, deep-learning, pytorch, tracklet-conditioned-video
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with the text of a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that best suits the project.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface pixeli99/SVD_Xtend
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Diffusers
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Diffusers · recommended 1×
  2. Open-Sora · recommended 1×
  3. VideoCrafter · recommended 1×
  4. ModelScope-T2V · recommended 1×
  5. PyTorch Video · recommended 1×
  • CATEGORY QUERY
    How to train a custom video diffusion model on my own dataset?
    you: not recommended
    AI recommended (in order):
    1. Diffusers
    2. Open-Sora
    3. VideoCrafter
    4. ModelScope-T2V
    5. PyTorch Video
    6. Kandinsky 3.0

    AI recommended 6 alternatives but never named pixeli99/SVD_Xtend. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for generating videos with controlled object movement using bounding box inputs?
    you: not recommended
    AI recommended (in order):
    1. RunwayML
    2. Pika Labs
    3. ControlNet
    4. AnimateDiff
    5. EbSynth
    6. Deforum Stable Diffusion

    AI recommended 6 alternatives but never named pixeli99/SVD_Xtend. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of pixeli99/SVD_Xtend?
    pass
    AI did not name pixeli99/SVD_Xtend — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts pixeli99/SVD_Xtend in production, what risks or prerequisites should they evaluate first?
    pass
    AI named pixeli99/SVD_Xtend explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo pixeli99/SVD_Xtend solve, and who is the primary audience?
    pass
    AI named pixeli99/SVD_Xtend explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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pixeli99/SVD_Xtend — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite